{"id":"W4407979267","doi":"10.1097/brs.0000000000005313","title":"Clinical Indicator Analysis","year":2025,"lang":"en","type":"article","venue":"Spine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Internal medicine; Renal function; Creatinine; Osteoporosis; Body mass index; Retrospective cohort study; Endocrinology; Diabetes mellitus; Calcitonin; Parathyroid hormone; Gastroenterology; Urology; Calcium","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009460223,0.0009448679,0.001873412,0.008452873,0.0006583649,0.001770228,0.00207133,0.000730754,0.03190009],"category_scores_gemma":[0.03144466,0.0005088128,0.001508802,0.008791196,0.0006254283,0.001298327,0.001719996,0.0009233187,0.00580333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190016,"about_ca_system_score_gemma":0.004537118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389568,"about_ca_topic_score_gemma":0.001576134,"domain_scores_codex":[0.9846676,0.00543275,0.003507951,0.002692573,0.002920378,0.0007788116],"domain_scores_gemma":[0.9840446,0.004132832,0.004115968,0.001460057,0.005634143,0.0006124372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01050385,0.001287968,0.7531536,0.006109874,0.001453704,0.0006003503,0.0006692443,0.001979386,0.0006209568,0.008058366,0.0499615,0.1656012],"study_design_scores_gemma":[0.006210126,0.008581972,0.7187558,0.003220568,0.002828326,0.002369294,0.002287897,0.0131794,0.00196071,0.008823478,0.2315097,0.0002726717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4244079,0.009207056,0.1232444,0.001967211,0.001917795,0.1549609,0.2066505,0.001660845,0.07598342],"genre_scores_gemma":[0.6007368,0.002990441,0.08269737,0.002170506,0.0007681755,0.1937986,0.1055914,0.000480486,0.01076614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03190009,"threshold_uncertainty_score":0.1067164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807714796360618,"score_gpt":0.4195295341486482,"score_spread":0.401452386185042,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}